The Resource Advances in Evolutionary Algorithms : Theory, Design and Practice, by Chang Wook Ahn, (electronic resource)

Advances in Evolutionary Algorithms : Theory, Design and Practice, by Chang Wook Ahn, (electronic resource)

Label
Advances in Evolutionary Algorithms : Theory, Design and Practice
Title
Advances in Evolutionary Algorithms
Title remainder
Theory, Design and Practice
Statement of responsibility
by Chang Wook Ahn
Creator
Author
Author
Subject
Language
  • eng
  • eng
Summary
Genetic and evolutionary algorithms (GEAs) have often achieved an enviable success in solving optimization problems in a wide range of disciplines. The goal of this book is to provide effective optimization algorithms for solving a broad class of problems quickly, accurately, and reliably by employing evolutionary mechanisms. In this regard, five significant issues have been investigated: Bridging the gap between theory and practice of GEAs, thereby providing practical design guidelines. Demonstrating the practical use of the suggested road map. Offering a useful tool to significantly enhance the exploratory power in time-constrained and memory-limited applications. Providing a class of promising procedures that are capable of scalably solving hard problems in the continuous domain. Opening an important track for multiobjective GEA research that relies on decomposition principle. This book serves to play a decisive role in bringing forth a paradigm shift in future evolutionary computation
Member of
Is Subseries of
http://library.link/vocab/creatorName
Ahn, Chang Wook
Dewey number
519
http://bibfra.me/vocab/relation/httpidlocgovvocabularyrelatorsaut
M8tWpbkq4C0
Image bit depth
0
Language note
English
LC call number
  • TA329-348
  • TA640-643
Literary form
non fiction
Nature of contents
dictionaries
Series statement
Studies in Computational Intelligence,
Series volume
18
http://library.link/vocab/subjectName
  • Engineering mathematics
  • Artificial intelligence
  • Mathematical and Computational Engineering
  • Artificial Intelligence
Label
Advances in Evolutionary Algorithms : Theory, Design and Practice, by Chang Wook Ahn, (electronic resource)
Instantiates
Publication
Note
Bibliographic Level Mode of Issuance: Monograph
Antecedent source
mixed
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Practical Genetic Algorithms -- Real-World Application: Routing Problem -- Elitist Compact Genetic Algorithms -- Real-coded Bayesian Optimization Algorithm -- Multiobjective Real-coded Bayesian Optimization Algorithm -- Conclusions
Dimensions
unknown
Extent
1 online resource (XV, 171 p. Also available online.)
File format
multiple file formats
Form of item
online
Isbn
9786610609628
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/3-540-31759-7
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
  • (CKB)1000000000232792
  • (DE-He213)978-3-540-31759-3
  • (SSID)ssj0000098483
  • (PQKBManifestationID)11130917
  • (PQKBTitleCode)TC0000098483
  • (PQKBWorkID)10133789
  • (PQKB)10107097
  • (MiAaPQ)EBC3036298
  • (EXLCZ)991000000000232792
Label
Advances in Evolutionary Algorithms : Theory, Design and Practice, by Chang Wook Ahn, (electronic resource)
Publication
Note
Bibliographic Level Mode of Issuance: Monograph
Antecedent source
mixed
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Practical Genetic Algorithms -- Real-World Application: Routing Problem -- Elitist Compact Genetic Algorithms -- Real-coded Bayesian Optimization Algorithm -- Multiobjective Real-coded Bayesian Optimization Algorithm -- Conclusions
Dimensions
unknown
Extent
1 online resource (XV, 171 p. Also available online.)
File format
multiple file formats
Form of item
online
Isbn
9786610609628
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/3-540-31759-7
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
  • (CKB)1000000000232792
  • (DE-He213)978-3-540-31759-3
  • (SSID)ssj0000098483
  • (PQKBManifestationID)11130917
  • (PQKBTitleCode)TC0000098483
  • (PQKBWorkID)10133789
  • (PQKB)10107097
  • (MiAaPQ)EBC3036298
  • (EXLCZ)991000000000232792

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